LAUSR

Building Detection From Panchromatic and Multispectral Images With Dual-Stream Asymmetric Fusion Networks

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1 Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2023.3261866

Abstract: Building detection from panchromatic (PAN) and multispectral (MS) images is an essential task for many practical applications. In this article, a dual-stream asymmetric fusion network is proposed, named DAFNet. DAFNet can achieve effective information fusion… read more here.

Keywords: building detection; fusion; stream; detection ... See more keywords

Building Detection in SAR Images Based on Bi-Dimensional Empirical Mode Decomposition Algorithm

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0 Published in 2020 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2019.2928965

Abstract: This letter proposes a new synthetic aperture radar (SAR) image building detection method based on the bi-dimensional empirical mode decomposition (BEMD) algorithm, well adapted to nonlinear and nonstationary signals. First, the SAR image is decomposed… read more here.

Keywords: sar; based dimensional; building detection; sar image ... See more keywords

Damaged Building Detection From Post-Earthquake Remote Sensing Imagery Considering Heterogeneity Characteristics

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1 Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3200872

Abstract: Damaged building detection from remote sensing imagery helps to quickly and rapidly assess losses after an earthquake. In recent years, deep learning technology has become a favorable tool for remote sensing image information detection. Based… read more here.

Keywords: building detection; damaged building; remote sensing; sensing imagery ... See more keywords

Autonomous Building Detection Using Edge Properties and Image Color Invariants

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1 Published in 2018 at "Buildings"

DOI: 10.3390/buildings8050065

Abstract: Automated building extraction from high-resolution satellite imagery is a challenging research problem, and several issues remain with respect to the variety of variables to be accounted for. In this paper we present an approach for… read more here.

Keywords: color; detection; using edge; building detection ... See more keywords

A Framework for Automatic Building Detection from Low-Contrast Satellite Images

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0 Published in 2019 at "Symmetry"

DOI: 10.3390/sym11010003

Abstract: Building detection in satellite images has been considered an essential field of research in remote sensing and computer vision. There are currently numerous techniques and algorithms used to achieve building detection performance. Different algorithms have… read more here.

Keywords: satellite images; building detection; contrast; low contrast ... See more keywords